| 000 | 00000nam u2200205 a 4500 | |
| 001 | 000046042939 | |
| 005 | 20200908163534 | |
| 006 | m d | |
| 007 | cr | |
| 008 | 200814s2014 nyua ob 000 0 eng d | |
| 020 | ▼a 9781493905331 | |
| 040 | ▼a 211009 ▼c 211009 ▼d 211009 | |
| 050 | 4 | ▼a TA1637-1638 |
| 082 | 0 4 | ▼a 006.4 ▼2 23 |
| 084 | ▼a 006.4 ▼2 DDCK | |
| 090 | ▼a 006.4 | |
| 100 | 1 | ▼a Montegranario, Hebert. |
| 245 | 1 0 | ▼a Variational regularization of 3d data ▼h [electronic resource] : ▼b experiments with MATLAB / ▼c Hebert Montegranario, Jairo Espinosa. |
| 260 | ▼a New York, NY : ▼b Springer New York : ▼b Imprint: Springer, ▼c 2014. | |
| 300 | ▼a 1 online resource (x, 85 p.) : ▼b ill. | |
| 490 | 1 | ▼a Springer briefs in computer science, ▼x 2191-5768 |
| 500 | ▼a Title from e-Book title page. | |
| 504 | ▼a Includes bibliographical references. | |
| 505 | 0 | ▼a 3D Data in Computer vision and technology -- Function Spaces and Reconstruction -- Variational methods -- Interpolation: From one to several variables -- Functionals and their physical interpretations -- Regularization and inverse theory -- 3D Interpolation and approximation -- Radial basis functions. |
| 520 | ▼a Variational Regularization of 3D Data provides an introduction to variational methods for data modelling and its application in computer vision. In this book, the authors identify interpolation as an inverse problem that can be solved by Tikhonov regularization. The proposed solutions are generalizations of one-dimensional splines, applicable to n-dimensional data and the central idea is that these splines can be obtained by regularization theory using a trade-off between the fidelity of the data and smoothness properties. As a foundation, the authors present a comprehensive guide to the necessary fundamentals of functional analysis and variational calculus, as well as splines. The implementation and numerical experiments are illustrated using MATLAB®. The book also includes the necessary theoretical background for approximation methods and some details of the computer implementation of the algorithms. A working knowledge of multivariable calculus and basic vector and matrix methods should serve as an adequate prerequisite. | |
| 530 | ▼a Issued also as a book. | |
| 538 | ▼a Mode of access: World Wide Web. | |
| 630 | 0 0 | ▼a MATLAB. |
| 650 | 0 | ▼a Computer vision. |
| 650 | 0 | ▼a Three-dimensional imaging. |
| 700 | 1 | ▼a Espinosa, Jairo. |
| 830 | 0 | ▼a Springer briefs in computer science. |
| 856 | 4 0 | ▼u https://oca.korea.ac.kr/link.n2s?url=http://dx.doi.org/10.1007/978-1-4939-0533-1 |
| 945 | ▼a KLPA | |
| 991 | ▼a E-Book(소장) |
소장정보
| No. | 소장처 | 청구기호 | 등록번호 | 도서상태 | 반납예정일 | 예약 | 서비스 |
|---|---|---|---|---|---|---|---|
| No. 1 | 소장처 중앙도서관/e-Book 컬렉션/ | 청구기호 CR 006.4 | 등록번호 E14031656 | 도서상태 대출불가(열람가능) | 반납예정일 | 예약 | 서비스 |